Max Losch (PhD Student)

MSc Max Maria Losch

Address
Max-Planck-Institut für Informatik
Saarland Informatics Campus
Campus E1 4
66123 Saarbrücken
Location
E1 4 - 608
Phone
+49 681 9325 2000
Fax
+49 681 9325 2099

Personal Information

Research Interests

  • Computer Vision
  • Machine Learning

Education

Other

See my Google Scholar profile.

Publications

2024

  1. Conference paper
    D2
    “On Adversarial Training without Perturbing all Examples,” in The Twelfth International Conference on Learning Representations (ICLR 2024), Vienna, Austria, 2024.

2023

  1. Conference paper
    D2
    “Certified Robust Models with Slack Control and Large Lipschitz Constants,” in Pattern Recognition (DAGM GCPR 2023), Heidelberg, Germany, 2023.

2021

  1. Article
    D2
    “Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations,” International Journal of Computer Vision, vol. 129, 2021.

2020

  1. Conference paper
    D2
    “Analyzing the Dependency of ConvNets on Spatial Information,” in Pattern Recognition (GCPR 2020), Tübingen, Germany, 2021.
  2. Conference paper
    D2
    “Semantic Bottlenecks: Quantifying & Improving Inspectability of Deep Representations,” in Pattern Recognition (GCPR 2020), Tübingen, Germany, 2021.
  3. Paper
    D2
    “Analyzing the Dependency of ConvNets on Spatial Information,” 2020. [Online]. Available: https://arxiv.org/abs/2002.01827.

2019

  1. Paper
    D2
    “Interpretability Beyond Classification Output: Semantic Bottleneck Networks,” 2019. [Online]. Available: http://arxiv.org/abs/1907.10882.